Rustem Glue – Medium

Rustem Glue

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Rustem Glue

LLM evaluation for RAG applications

Recently, I’ve immersed myself in the world of LLMs and generative AI. My goal was to integrate open-source LLMs with external knowledge…

Apr 17

LLM evaluation for RAG applications

Apr 17

Pinned

Rustem Glue

2023 highlights of computer vision progress

This year has been a journey full of learning and experimentation in the world of computer vision and deep learning. In this article, I’m…

Dec 26, 2023

2023 highlights of computer vision progress

Dec 26, 2023

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Rustem Glue

Practical hyper-parameter tuning for any deep neural net

Whether you’re fine-tuning YOLO, EfficientNet or Unet, hyper-parameter tuning with ASHA can help reduce search time and improve metrics.

Oct 4, 2023

Practical hyper-parameter tuning for any deep neural net

Oct 4, 2023

Rustem Glue

How to share ML experiments and code - Part II

In the second part of our series, we’ll explore how to elevate your machine learning project documentation using powerful plugins. These…

Jun 7

How to share ML experiments and code - Part II

Jun 7

Rustem Glue

How to share ML experiments and code

Narrative-driven documentation in machine learning helps reach more people by making experiment results and code easily understandable.

May 30

How to share ML experiments and code

May 30

Rustem Glue

From notebooks to agents: Evolution of GPU workflows in deep learning

Explore the transformative journey from the simplicity of Jupyter notebooks to the cutting-edge efficiency of remote agents in GPU…

Mar 20

From notebooks to agents: Evolution of GPU workflows in deep learning

Mar 20

Rustem Glue

Detect and classify with zero labels and code

In part two of our series, we build on our progress from selecting key video frames. Now, we focus on the critical tasks of labeling these…

Feb 9

Detect and classify with zero labels and code

Feb 9

Rustem Glue

TfIdf + Naive Bayes beat neural nets

Limited by tight speed requirements of a contest, we’ve built a text classifier that runs at less than 10ms on cpu per one file and exceeds…

Nov 22, 2023

TfIdf + Naive Bayes beat neural nets

Nov 22, 2023

Rustem Glue
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AI Mind

Efficient Frame Extraction for Video Object Annotation

Data labeling is crucial but time-consuming. Imagine if we could label less and achieve more accuracy. Smart frame selection is the answer…

Aug 15, 2023

Efficient Frame Extraction for Video Object Annotation

Aug 15, 2023

Rustem Glue

Zero-training object detection

With zero-training approaches, object detection becomes faster, more flexible, and adaptable to real-world scenarios. By eliminating the…

Jul 10, 2023

Zero-training object detection

Jul 10, 2023

Rustem Glue

Rustem Glue

Data Scientist from Kazan, currently in UAE. I spend most of my time researching computer vision models and MLops.

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